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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Metastases Detection | 2 | 1 | Feb 18, 2026 | |
| Image Warping | 2 | 1 | Feb 22, 2026 | |
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Compression Detection | 2 | 1 | Feb 18, 2026 | |
| XAI Attribution Map Evaluation | 2 | 1 | Feb 23, 2026 | |
| Image Recoloring | 2 | 1 | Feb 22, 2026 | |
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 | |
| Semantic-level Referring Expression Segmentation | 2 | 1 | Feb 18, 2026 | |
| 3D skeleton-based action recognition |
|---|
| 2 |
| 2 |
| Feb 18, 2026 |
| 6D Object Tracking | 2 | 1 | Feb 18, 2026 |
|---|
| Video-to-Text | 2 | 2 | Jun 2, 2026 |
|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
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| Image-to-Image | 2 | 1 | Feb 22, 2026 |
|---|
| Multiple Object Forecasting | 2 | 1 | Feb 18, 2026 |
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| Face Sketch Synthesis | 2 | 1 | Feb 18, 2026 |
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| NSFW Removal | 2 | 1 | Feb 18, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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| Surgical Activity Recognition | 2 | 1 | Feb 18, 2026 |
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| Horizon estimation | 2 | 1 | Feb 18, 2026 |
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| Spectral Compressive Imaging Reconstruction | 2 | 2 | Apr 24, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Bird's Eye View 3D Object Detection | 2 | 2 | Feb 18, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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